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generative deep learning model

technology1 mentionslast seen Oct 23, 2026

Computational models used to synthesize additive manufacturing microstructures with complex morphological and crystallographic features.

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Denoising Diffusion Probabilistic Modeldepends ongenerative deep learning model90% confidence1 source

generative deep learning model

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Denoising Diffusion Probabilistic Modeldepends ongenerative deep learning model

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preprintarXivOct 21, 2026Microstructural Generative Inverse Models for Additive Manufacturing Digital Twins
Generative deep learning models are a promising approach towards synthesizing AM microstructures which contain complex morphological and crystallographic features. Denoising diffusion probabilistic models (DDPMs), in particular, show a strong potential